EDA

Dataset statistics

Number of variables	20
Number of observations	45346
Missing cells	9837
Missing cells (%)	1.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.9 MiB
Average record size in memory	160.0 B

Variable types

Numeric	9
Text	9
DateTime	1
Categorical	1

Alerts

`status` is highly imbalanced (96.6%)	Imbalance
`spoken_languagesname` has 3891 (8.6%) missing values	Missing
`genresname` has 2384 (5.3%) missing values	Missing
`director` has 836 (1.8%) missing values	Missing
`actor` has 2474 (5.5%) missing values	Missing
`popularity` is highly skewed (γ1 = 29.21542294)	Skewed
`return` is highly skewed (γ1 = 138.283787)	Skewed
`id` has unique values	Unique
`budget` has 36470 (80.4%) zeros	Zeros
`revenue` has 37949 (83.7%) zeros	Zeros
`vote_average` has 2944 (6.5%) zeros	Zeros
`vote_count` has 2846 (6.3%) zeros	Zeros
`runtime` has 1535 (3.4%) zeros	Zeros
`return` has 39971 (88.1%) zeros	Zeros

Reproduction

Analysis started	2024-07-05 23:16:42.073709
Analysis finished	2024-07-05 23:16:49.326826
Duration	7.25 seconds
Software version	ydata-profiling v4.8.3
Download configuration	config.json

id
Real number (ℝ)

UNIQUE

Distinct	45346
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	108042.22

Minimum	2
Maximum	469172
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	354.4 KiB

Quantile statistics

Minimum	2
5-th percentile	5340.25
Q1	26390.25
median	59852.5
Q3	156601.5
95-th percentile	357370.75
Maximum	469172
Range	469170
Interquartile range (IQR)	130211.25

Descriptive statistics

Standard deviation	112187.33
Coefficient of variation (CV)	1.0383656
Kurtosis	0.55836782
Mean	108042.22
Median Absolute Deviation (MAD)	44405
Skewness	1.2828454
Sum	4.8992825 × 10⁹
Variance	1.2585996 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	1	< 0.1%
41939	1	< 0.1%
41962	1	< 0.1%
41963	1	< 0.1%
419639	1	< 0.1%
41965	1	< 0.1%
41966	1	< 0.1%
41967	1	< 0.1%
41968	1	< 0.1%
41969	1	< 0.1%
Other values (45336)	45336	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%

Value	Count	Frequency (%)
469172	1	< 0.1%
468707	1	< 0.1%
468343	1	< 0.1%
467731	1	< 0.1%
465044	1	< 0.1%
464819	1	< 0.1%
464207	1	< 0.1%
464111	1	< 0.1%
463906	1	< 0.1%
463800	1	< 0.1%

spoken_languagesname
Text

MISSING

Distinct	1501
Distinct (%)	3.6%
Missing	3891
Missing (%)	8.6%
Memory size	354.4 KiB

Length

Max length	171
Median length	7
Mean length	9.3983597
Min length	3

Characters and Unicode

Total characters	389609
Distinct characters	171
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	992 ?
Unique (%)	2.4%

Sample

1st row	English
2nd row	Español
3rd row	English
4th row	English
5th row	Deutsch

Value	Count	Frequency (%)
english	28711	52.7%
français	4191	7.7%
deutsch	2623	4.8%
español	2412	4.4%
italiano	2365	4.3%
日本語	1756	3.2%
pусский	1562	2.9%
	831	1.5%
普通话	790	1.4%
हिन्दी	706	1.3%
Other values (69)	8557	15.7%

Most occurring characters

Value	Count	Frequency (%)
s	42241	10.8%
n	37438	9.6%
i	37085	9.5%
l	34612	8.9%
h	31440	8.1%
E	31180	8.0%
g	30395	7.8%
a	18936	4.9%
	13059	3.4%
,	11646	3.0%
Other values (161)	101577	26.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	389609	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	42241	10.8%
n	37438	9.6%
i	37085	9.5%
l	34612	8.9%
h	31440	8.1%
E	31180	8.0%
g	30395	7.8%
a	18936	4.9%
	13059	3.4%
,	11646	3.0%
Other values (161)	101577	26.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	389609	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	42241	10.8%
n	37438	9.6%
i	37085	9.5%
l	34612	8.9%
h	31440	8.1%
E	31180	8.0%
g	30395	7.8%
a	18936	4.9%
	13059	3.4%
,	11646	3.0%
Other values (161)	101577	26.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	389609	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	42241	10.8%
n	37438	9.6%
i	37085	9.5%
l	34612	8.9%
h	31440	8.1%
E	31180	8.0%
g	30395	7.8%
a	18936	4.9%
	13059	3.4%
,	11646	3.0%
Other values (161)	101577	26.1%

genresname
Text

MISSING

Distinct	2255
Distinct (%)	5.2%
Missing	2384
Missing (%)	5.3%
Memory size	354.4 KiB

Length

Max length	80
Median length	65
Mean length	16.459243
Min length	3

Characters and Unicode

Total characters	707122
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1076 ?
Unique (%)	2.5%

Sample

1st row	Comedy, Crime
2nd row	Comedy, Drama
3rd row	Comedy, Science Fiction
4th row	War, Drama
5th row	Drama

Value	Count	Frequency (%)
drama	20234	21.4%
comedy	13175	13.9%
thriller	7614	8.0%
romance	6728	7.1%
action	6588	7.0%
horror	4668	4.9%
crime	4302	4.5%
documentary	3919	4.1%
adventure	3488	3.7%
fiction	3037	3.2%
Other values (12)	21006	22.2%

Most occurring characters

Value	Count	Frequency (%)
r	69015	9.8%
a	61748	8.7%
e	55716	7.9%
m	53051	7.5%
	51797	7.3%
o	48491	6.9%
,	47995	6.8%
i	39613	5.6%
n	35622	5.0%
y	28487	4.0%
Other values (20)	215587	30.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	707122	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	69015	9.8%
a	61748	8.7%
e	55716	7.9%
m	53051	7.5%
	51797	7.3%
o	48491	6.9%
,	47995	6.8%
i	39613	5.6%
n	35622	5.0%
y	28487	4.0%
Other values (20)	215587	30.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	707122	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	69015	9.8%
a	61748	8.7%
e	55716	7.9%
m	53051	7.5%
	51797	7.3%
o	48491	6.9%
,	47995	6.8%
i	39613	5.6%
n	35622	5.0%
y	28487	4.0%
Other values (20)	215587	30.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	707122	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	69015	9.8%
a	61748	8.7%
e	55716	7.9%
m	53051	7.5%
	51797	7.3%
o	48491	6.9%
,	47995	6.8%
i	39613	5.6%
n	35622	5.0%
y	28487	4.0%
Other values (20)	215587	30.5%

title
Text

Distinct	42196
Distinct (%)	93.1%
Missing	0
Missing (%)	0.0%
Memory size	354.4 KiB

Length

Max length	105
Median length	79
Mean length	16.702289
Min length	1

Characters and Unicode

Total characters	757382
Distinct characters	287
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	39892 ?
Unique (%)	88.0%

Sample

1st row	Lock, Stock and Two Smoking Barrels
2nd row	La estrategia del caracol
3rd row	Young Einstein
4th row	Flight Command
5th row	Hounded

Value	Count	Frequency (%)
the	14544	10.7%
of	4923	3.6%
a	2238	1.6%
in	1693	1.2%
and	1629	1.2%
to	1053	0.8%
	756	0.6%
man	665	0.5%
love	664	0.5%
for	601	0.4%
Other values (24353)	107329	78.9%

Most occurring characters

Value	Count	Frequency (%)
	90771	12.0%
e	76195	10.1%
a	48911	6.5%
o	45636	6.0%
n	40797	5.4%
r	39993	5.3%
i	39748	5.2%
t	36706	4.8%
s	29500	3.9%
h	28499	3.8%
Other values (277)	280626	37.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	757382	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	90771	12.0%
e	76195	10.1%
a	48911	6.5%
o	45636	6.0%
n	40797	5.4%
r	39993	5.3%
i	39748	5.2%
t	36706	4.8%
s	29500	3.9%
h	28499	3.8%
Other values (277)	280626	37.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	757382	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	90771	12.0%
e	76195	10.1%
a	48911	6.5%
o	45636	6.0%
n	40797	5.4%
r	39993	5.3%
i	39748	5.2%
t	36706	4.8%
s	29500	3.9%
h	28499	3.8%
Other values (277)	280626	37.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	757382	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	90771	12.0%
e	76195	10.1%
a	48911	6.5%
o	45636	6.0%
n	40797	5.4%
r	39993	5.3%
i	39748	5.2%
t	36706	4.8%
s	29500	3.9%
h	28499	3.8%
Other values (277)	280626	37.1%

budget
Real number (ℝ)

ZEROS

Distinct	1223
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4232579.8

Minimum	0
Maximum	3.8 × 10⁸
Zeros	36470
Zeros (%)	80.4%
Negative	0
Negative (%)	0.0%
Memory size	354.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	25000000
Maximum	3.8 × 10⁸
Range	3.8 × 10⁸
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	17443731
Coefficient of variation (CV)	4.1213
Kurtosis	66.618217
Mean	4232579.8
Median Absolute Deviation (MAD)	0
Skewness	7.1180066
Sum	1.9193056 × 10¹¹
Variance	3.0428374 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	36470	80.4%
5000000	286	0.6%
10000000	258	0.6%
20000000	243	0.5%
2000000	242	0.5%
15000000	226	0.5%
3000000	223	0.5%
25000000	206	0.5%
1000000	197	0.4%
30000000	189	0.4%
Other values (1213)	6806	15.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36470	80.4%
1	25	0.1%
2	14	< 0.1%
3	9	< 0.1%
4	7	< 0.1%
5	8	< 0.1%
6	5	< 0.1%
7	4	< 0.1%
8	5	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
380000000	1	< 0.1%
300000000	1	< 0.1%
280000000	1	< 0.1%
270000000	1	< 0.1%
260000000	3	< 0.1%
258000000	1	< 0.1%
255000000	1	< 0.1%
250000000	10	< 0.1%
245000000	2	< 0.1%
237000000	1	< 0.1%

revenue
Real number (ℝ)

ZEROS

Distinct	6863
Distinct (%)	15.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11233655

Minimum	0
Maximum	2.7879651 × 10⁹
Zeros	37949
Zeros (%)	83.7%
Negative	0
Negative (%)	0.0%
Memory size	354.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	48025328
Maximum	2.7879651 × 10⁹
Range	2.7879651 × 10⁹
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	64409896
Coefficient of variation (CV)	5.7336544
Kurtosis	236.93621
Mean	11233655
Median Absolute Deviation (MAD)	0
Skewness	12.251264
Sum	5.0940133 × 10¹¹
Variance	4.1486347 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37949	83.7%
12000000	20	< 0.1%
10000000	19	< 0.1%
11000000	19	< 0.1%
2000000	18	< 0.1%
6000000	17	< 0.1%
5000000	14	< 0.1%
500000	13	< 0.1%
8000000	13	< 0.1%
14000000	12	< 0.1%
Other values (6853)	7252	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	37949	83.7%
1	12	< 0.1%
2	3	< 0.1%
3	9	< 0.1%
4	4	< 0.1%
5	5	< 0.1%
6	2	< 0.1%
7	4	< 0.1%
8	5	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
2787965087	1	< 0.1%
2068223624	1	< 0.1%
1845034188	1	< 0.1%
1519557910	1	< 0.1%
1513528810	1	< 0.1%
1506249360	1	< 0.1%
1405403694	1	< 0.1%
1342000000	1	< 0.1%
1274219009	1	< 0.1%
1262886337	1	< 0.1%

overview
Text

Distinct	44232
Distinct (%)	97.6%
Missing	5
Missing (%)	< 0.1%
Memory size	354.4 KiB

Length

Max length	1000
Median length	790
Mean length	316.73256
Min length	1

Characters and Unicode

Total characters	14360971
Distinct characters	429
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	44201 ?
Unique (%)	97.5%

Sample

1st row	A card sharp and his unwillingly-enlisted friends need to make a lot of cash quick after losing a sketchy poker match. To do this they decide to pull a heist on a small-time gang who happen to be operating out of the flat next door.
2nd row	A group of tenants living in an old house are confronted with having to move out due to a renovation project the city has undertaken. The tenants decide to unite and come up with a strategy, but in the process—while the landlord and his aggressive attorney are chasing them—the tenants transform into the opposite of who they once were.
3rd row	Albert Einstein is the son of a Tasmanian apple farmer, who discovers the secret of splitting the beer atom to put the bubbles back into beer. When Albert travels to Sydney to patent his invention he meets beatuiful French scientist Marie Curie, as well as several unscrupulous types who try to take advantage of the naive genius and his invention.
4th row	A rookie flyer, Ens. Alan Drake, joins the famous Hellcats Squadron right out of flight school in Pensacola. He doesn't make a great first impression when he is forced to ditch his airplane and parachute to safety when he arrives at the base but is unable to land due to heavy fog. On his first day on the job, his poor shooting skills results in the Hellcats losing an air combat competition. His fellow pilots accept him anyways but they think he's crossed the line when they erroneously conclude that while their CO Billy Gray is away, Drake has an affair with his wife Lorna. Drake is now an outcast and is prepared to resign from the Navy but his extreme heroism in saving Billy Gray's life turns things around.
5th row	Deals with the obsessive relationship between a confused teenager and an elder woman. Elsa Seifert successfully works as probation officer, but the relationship to her longtime companion is in trouble since their common daughter moved out. Then she gets to know Jan, a 16-years-old offender, who frankly offers to submit himself sexually to her. Although being shocked in the beginning, Elsa gets more and more attracted by the young man

Value	Count	Frequency (%)
the	137966	5.6%
a	98825	4.0%
and	75193	3.1%
to	73261	3.0%
of	69523	2.8%
in	48107	2.0%
is	36479	1.5%
his	36130	1.5%
with	23880	1.0%
her	21460	0.9%
Other values (97092)	1826899	74.6%

Most occurring characters

Value	Count	Frequency (%)
	2404448	16.7%
e	1362739	9.5%
a	940662	6.6%
t	934997	6.5%
i	851783	5.9%
o	830192	5.8%
n	822891	5.7%
s	767224	5.3%
r	743645	5.2%
h	600339	4.2%
Other values (419)	4102051	28.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14360971	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2404448	16.7%
e	1362739	9.5%
a	940662	6.6%
t	934997	6.5%
i	851783	5.9%
o	830192	5.8%
n	822891	5.7%
s	767224	5.3%
r	743645	5.2%
h	600339	4.2%
Other values (419)	4102051	28.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14360971	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2404448	16.7%
e	1362739	9.5%
a	940662	6.6%
t	934997	6.5%
i	851783	5.9%
o	830192	5.8%
n	822891	5.7%
s	767224	5.3%
r	743645	5.2%
h	600339	4.2%
Other values (419)	4102051	28.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14360971	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2404448	16.7%
e	1362739	9.5%
a	940662	6.6%
t	934997	6.5%
i	851783	5.9%
o	830192	5.8%
n	822891	5.7%
s	767224	5.3%
r	743645	5.2%
h	600339	4.2%
Other values (419)	4102051	28.6%

release_date
Date

Distinct	17333
Distinct (%)	38.2%
Missing	0
Missing (%)	0.0%
Memory size	354.4 KiB

Minimum	1874-12-09 00:00:00
Maximum	2020-12-16 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

vote_average
Real number (ℝ)

ZEROS

Distinct	92
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.6241962

Minimum	0
Maximum	10
Zeros	2944
Zeros (%)	6.5%
Negative	0
Negative (%)	0.0%
Memory size	354.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	6
Q3	6.8
95-th percentile	7.8
Maximum	10
Range	10
Interquartile range (IQR)	1.8

Descriptive statistics

Standard deviation	1.915339
Coefficient of variation (CV)	0.34055337
Kurtosis	2.5420383
Mean	5.6241962
Median Absolute Deviation (MAD)	0.9
Skewness	-1.5243174
Sum	255034.8
Variance	3.6685234
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2944	6.5%
6	2461	5.4%
5	1994	4.4%
7	1882	4.2%
6.5	1722	3.8%
6.3	1602	3.5%
5.5	1381	3.0%
5.8	1369	3.0%
6.4	1348	3.0%
6.7	1339	3.0%
Other values (82)	27304	60.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2944	6.5%
0.5	13	< 0.1%
0.7	1	< 0.1%
1	103	0.2%
1.1	1	< 0.1%
1.2	4	< 0.1%
1.3	13	< 0.1%
1.4	5	< 0.1%
1.5	30	0.1%
1.6	6	< 0.1%

Value	Count	Frequency (%)
10	185	0.4%
9.8	1	< 0.1%
9.6	1	< 0.1%
9.5	18	< 0.1%
9.4	3	< 0.1%
9.3	18	< 0.1%
9.2	4	< 0.1%
9.1	2	< 0.1%
9	158	0.3%
8.9	7	< 0.1%

vote_count
Real number (ℝ)

ZEROS

Distinct	1820
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	110.13529

Minimum	0
Maximum	14075
Zeros	2846
Zeros (%)	6.3%
Negative	0
Negative (%)	0.0%
Memory size	354.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	10
Q3	34
95-th percentile	434.75
Maximum	14075
Range	14075
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	491.89928
Coefficient of variation (CV)	4.4663183
Kurtosis	150.83135
Mean	110.13529
Median Absolute Deviation (MAD)	8
Skewness	10.437494
Sum	4994195
Variance	241964.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	3240	7.1%
2	3127	6.9%
0	2846	6.3%
3	2780	6.1%
4	2477	5.5%
5	2096	4.6%
6	1747	3.9%
7	1568	3.5%
8	1359	3.0%
9	1194	2.6%
Other values (1810)	22912	50.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2846	6.3%
1	3240	7.1%
2	3127	6.9%
3	2780	6.1%
4	2477	5.5%
5	2096	4.6%
6	1747	3.9%
7	1568	3.5%
8	1359	3.0%
9	1194	2.6%

Value	Count	Frequency (%)
14075	1	< 0.1%
12269	1	< 0.1%
12114	1	< 0.1%
12000	1	< 0.1%
11444	1	< 0.1%
11187	1	< 0.1%
10297	1	< 0.1%
10014	1	< 0.1%
9678	1	< 0.1%
9634	1	< 0.1%

popularity
Real number (ℝ)

SKEWED

Distinct	43719
Distinct (%)	96.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.926188

Minimum	0
Maximum	547.4883
Zeros	40
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	354.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.020823
Q1	0.38873225
median	1.130176
Q3	3.6893365
95-th percentile	11.063757
Maximum	547.4883
Range	547.4883
Interquartile range (IQR)	3.3006043

Descriptive statistics

Standard deviation	6.0109699
Coefficient of variation (CV)	2.0541981
Kurtosis	1923.3033
Mean	2.926188
Median Absolute Deviation (MAD)	0.967289
Skewness	29.215423
Sum	132690.92
Variance	36.131759
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1 × 10^-6	56	0.1%
0.000308	42	0.1%
0	40	0.1%
0.00022	39	0.1%
0.000578	38	0.1%
0.000844	38	0.1%
0.001177	38	0.1%
0.002001	27	0.1%
0.003013	21	< 0.1%
0.00353	19	< 0.1%
Other values (43709)	44988	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	40	0.1%
1 × 10^-6	56	0.1%
2 × 10^-6	6	< 0.1%
3 × 10^-6	6	< 0.1%
4 × 10^-6	5	< 0.1%
5 × 10^-6	1	< 0.1%
6 × 10^-6	2	< 0.1%
7 × 10^-6	1	< 0.1%
8 × 10^-6	6	< 0.1%
9 × 10^-6	2	< 0.1%

Value	Count	Frequency (%)
547.488298	1	< 0.1%
294.337037	1	< 0.1%
287.253654	1	< 0.1%
228.032744	1	< 0.1%
213.849907	1	< 0.1%
187.860492	1	< 0.1%
185.330992	1	< 0.1%
185.070892	1	< 0.1%
183.870374	1	< 0.1%
154.801009	1	< 0.1%

runtime
Real number (ℝ)

ZEROS

Distinct	353
Distinct (%)	0.8%
Missing	246
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	94.177805

Minimum	0
Maximum	1256
Zeros	1535
Zeros (%)	3.4%
Negative	0
Negative (%)	0.0%
Memory size	354.4 KiB

Quantile statistics

Minimum	0
5-th percentile	12
Q1	85
median	95
Q3	107
95-th percentile	138
Maximum	1256
Range	1256
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	38.348775
Coefficient of variation (CV)	0.40719547
Kurtosis	93.913375
Mean	94.177805
Median Absolute Deviation (MAD)	11
Skewness	4.4911098
Sum	4247419
Variance	1470.6286
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	2548	5.6%
0	1535	3.4%
100	1470	3.2%
95	1409	3.1%
93	1212	2.7%
96	1104	2.4%
92	1078	2.4%
94	1061	2.3%
91	1055	2.3%
88	1030	2.3%
Other values (343)	31598	69.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1535	3.4%
1	107	0.2%
2	33	0.1%
3	48	0.1%
4	50	0.1%
5	51	0.1%
6	72	0.2%
7	103	0.2%
8	78	0.2%
9	63	0.1%

Value	Count	Frequency (%)
1256	1	< 0.1%
1140	2	< 0.1%
931	1	< 0.1%
925	1	< 0.1%
900	1	< 0.1%
877	1	< 0.1%
874	1	< 0.1%
840	2	< 0.1%
780	1	< 0.1%
720	1	< 0.1%

status
Categorical

IMBALANCE

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	354.4 KiB

Released	44907
Rumored	229
Post Production	97
SinDato	80
In Production	19
Other values (2)	14

Length

Max length	15
Median length	8
Mean length	8.0099678
Min length	7

Characters and Unicode

Total characters	363220
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Released
2nd row	Released
3rd row	Released
4th row	Released
5th row	Released

Common Values

Value	Count	Frequency (%)
Released	44907	99.0%
Rumored	229	0.5%
Post Production	97	0.2%
SinDato	80	0.2%
In Production	19	< 0.1%
Planned	13	< 0.1%
Canceled	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
released	44907	98.8%
rumored	229	0.5%
production	116	0.3%
post	97	0.2%
sindato	80	0.2%
in	19	< 0.1%
planned	13	< 0.1%
canceled	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	134965	37.2%
d	45266	12.5%
R	45136	12.4%
s	45004	12.4%
a	45001	12.4%
l	44921	12.4%
o	638	0.2%
u	345	0.1%
r	345	0.1%
t	293	0.1%
Other values (10)	1306	0.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	363220	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	134965	37.2%
d	45266	12.5%
R	45136	12.4%
s	45004	12.4%
a	45001	12.4%
l	44921	12.4%
o	638	0.2%
u	345	0.1%
r	345	0.1%
t	293	0.1%
Other values (10)	1306	0.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	363220	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	134965	37.2%
d	45266	12.5%
R	45136	12.4%
s	45004	12.4%
a	45001	12.4%
l	44921	12.4%
o	638	0.2%
u	345	0.1%
r	345	0.1%
t	293	0.1%
Other values (10)	1306	0.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	363220	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	134965	37.2%
d	45266	12.5%
R	45136	12.4%
s	45004	12.4%
a	45001	12.4%
l	44921	12.4%
o	638	0.2%
u	345	0.1%
r	345	0.1%
t	293	0.1%
Other values (10)	1306	0.4%

tagline
Text

Distinct	20269
Distinct (%)	44.7%
Missing	1
Missing (%)	< 0.1%
Memory size	354.4 KiB

Length

Max length	297
Median length	7
Mean length	24.982424
Min length	1

Characters and Unicode

Total characters	1132828
Distinct characters	170
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20172 ?
Unique (%)	44.5%

Sample

1st row	A Disgrace to Criminals Everywhere.
2nd row	SinDato
3rd row	E=mc²
4th row	T-H-R-I-L-L AMERICA! Here come The Flying "HELL CATS"!
5th row	SinDato

Value	Count	Frequency (%)
sindato	24959	12.6%
the	10987	5.5%
a	6810	3.4%
of	4401	2.2%
to	3581	1.8%
is	2793	1.4%
in	2691	1.4%
and	2681	1.3%
you	2388	1.2%
	1580	0.8%
Other values (15101)	135917	68.4%

Most occurring characters

Value	Count	Frequency (%)
	153587	13.6%
e	94342	8.3%
t	82182	7.3%
o	81493	7.2%
a	76409	6.7%
n	72419	6.4%
i	70972	6.3%
r	44957	4.0%
s	42345	3.7%
h	37144	3.3%
Other values (160)	376978	33.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1132828	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	153587	13.6%
e	94342	8.3%
t	82182	7.3%
o	81493	7.2%
a	76409	6.7%
n	72419	6.4%
i	70972	6.3%
r	44957	4.0%
s	42345	3.7%
h	37144	3.3%
Other values (160)	376978	33.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1132828	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	153587	13.6%
e	94342	8.3%
t	82182	7.3%
o	81493	7.2%
a	76409	6.7%
n	72419	6.4%
i	70972	6.3%
r	44957	4.0%
s	42345	3.7%
h	37144	3.3%
Other values (160)	376978	33.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1132828	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	153587	13.6%
e	94342	8.3%
t	82182	7.3%
o	81493	7.2%
a	76409	6.7%
n	72419	6.4%
i	70972	6.3%
r	44957	4.0%
s	42345	3.7%
h	37144	3.3%
Other values (160)	376978	33.3%

production_companiesname
Text

Distinct	10611
Distinct (%)	23.4%
Missing	0
Missing (%)	0.0%
Memory size	354.4 KiB

Length

Max length	91
Median length	66
Mean length	15.673643
Min length	2

Characters and Unicode

Total characters	710737
Distinct characters	252
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7069 ?
Unique (%)	15.6%

Sample

1st row	Handmade Films Ltd.
2nd row	Ministère de la Culture et de la Francophonie
3rd row	Warner Bros.
4th row	Metro-Goldwyn-Mayer (MGM)
5th row	MMM Film Zimmermann & Co

Value	Count	Frequency (%)
sindato	11789	12.4%
pictures	6295	6.6%
films	4187	4.4%
productions	3773	4.0%
film	3556	3.7%
entertainment	2104	2.2%
corporation	1686	1.8%
fox	1039	1.1%
paramount	1035	1.1%
universal	964	1.0%
Other values (9739)	58958	61.8%

Most occurring characters

Value	Count	Frequency (%)
i	63054	8.9%
o	53312	7.5%
n	53042	7.5%
t	52562	7.4%
	50044	7.0%
a	48304	6.8%
e	44162	6.2%
r	42079	5.9%
s	30682	4.3%
l	24074	3.4%
Other values (242)	249422	35.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	710737	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	63054	8.9%
o	53312	7.5%
n	53042	7.5%
t	52562	7.4%
	50044	7.0%
a	48304	6.8%
e	44162	6.2%
r	42079	5.9%
s	30682	4.3%
l	24074	3.4%
Other values (242)	249422	35.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	710737	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	63054	8.9%
o	53312	7.5%
n	53042	7.5%
t	52562	7.4%
	50044	7.0%
a	48304	6.8%
e	44162	6.2%
r	42079	5.9%
s	30682	4.3%
l	24074	3.4%
Other values (242)	249422	35.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	710737	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	63054	8.9%
o	53312	7.5%
n	53042	7.5%
t	52562	7.4%
	50044	7.0%
a	48304	6.8%
e	44162	6.2%
r	42079	5.9%
s	30682	4.3%
l	24074	3.4%
Other values (242)	249422	35.1%

production_countriesname
Text

Distinct	144
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	354.4 KiB

Length

Max length	36
Median length	32
Mean length	14.213911
Min length	4

Characters and Unicode

Total characters	644544
Distinct characters	52
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	22 ?
Unique (%)	< 0.1%

Sample

1st row	United Kingdom
2nd row	Colombia
3rd row	Australia
4th row	United States of America
5th row	Germany

Value	Count	Frequency (%)
united	21490	20.5%
states	18411	17.5%
of	18410	17.5%
america	18410	17.5%
sindato	6208	5.9%
kingdom	3066	2.9%
france	2699	2.6%
canada	1498	1.4%
japan	1490	1.4%
italy	1470	1.4%
Other values (161)	11893	11.3%

Most occurring characters

Value	Count	Frequency (%)
t	68042	10.6%
e	67165	10.4%
a	64345	10.0%
	59699	9.3%
i	55183	8.6%
n	44111	6.8%
o	30836	4.8%
d	28572	4.4%
S	26374	4.1%
r	26146	4.1%
Other values (42)	174071	27.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	644544	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	68042	10.6%
e	67165	10.4%
a	64345	10.0%
	59699	9.3%
i	55183	8.6%
n	44111	6.8%
o	30836	4.8%
d	28572	4.4%
S	26374	4.1%
r	26146	4.1%
Other values (42)	174071	27.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	644544	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	68042	10.6%
e	67165	10.4%
a	64345	10.0%
	59699	9.3%
i	55183	8.6%
n	44111	6.8%
o	30836	4.8%
d	28572	4.4%
S	26374	4.1%
r	26146	4.1%
Other values (42)	174071	27.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	644544	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	68042	10.6%
e	67165	10.4%
a	64345	10.0%
	59699	9.3%
i	55183	8.6%
n	44111	6.8%
o	30836	4.8%
d	28572	4.4%
S	26374	4.1%
r	26146	4.1%
Other values (42)	174071	27.0%

release_year
Real number (ℝ)

Distinct	135
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1991.8828

Minimum	1874
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	354.4 KiB

Quantile statistics

Minimum	1874
5-th percentile	1941
Q1	1978
median	2001
Q3	2010
95-th percentile	2015
Maximum	2020
Range	146
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	24.05304
Coefficient of variation (CV)	0.01207553
Kurtosis	0.84037057
Mean	1991.8828
Median Absolute Deviation (MAD)	12
Skewness	-1.2247867
Sum	90323919
Variance	578.54874
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2014	1973	4.4%
2015	1904	4.2%
2013	1887	4.2%
2012	1721	3.8%
2011	1666	3.7%
2016	1604	3.5%
2009	1585	3.5%
2010	1501	3.3%
2008	1470	3.2%
2007	1319	2.9%
Other values (125)	28716	63.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1874	1	< 0.1%
1878	1	< 0.1%
1883	1	< 0.1%
1887	1	< 0.1%
1888	2	< 0.1%
1890	5	< 0.1%
1891	6	< 0.1%
1892	3	< 0.1%
1893	1	< 0.1%
1894	13	< 0.1%

Value	Count	Frequency (%)
2020	1	< 0.1%
2018	5	< 0.1%
2017	532	1.2%
2016	1604	3.5%
2015	1904	4.2%
2014	1973	4.4%
2013	1887	4.2%
2012	1721	3.8%
2011	1666	3.7%
2010	1501	3.3%

return
Real number (ℝ)

SKEWED ZEROS

Distinct	5232
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	660.47916

Minimum	0
Maximum	12396383
Zeros	39971
Zeros (%)	88.1%
Negative	0
Negative (%)	0.0%
Memory size	354.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2.5347418
Maximum	12396383
Range	12396383
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	74717.996
Coefficient of variation (CV)	113.12695
Kurtosis	20659.288
Mean	660.47916
Median Absolute Deviation (MAD)	0
Skewness	138.28379
Sum	29950088
Variance	5.582779 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	39971	88.1%
1	20	< 0.1%
2	12	< 0.1%
4	11	< 0.1%
5	8	< 0.1%
3	7	< 0.1%
1.333333333	7	< 0.1%
2.5	7	< 0.1%
1.5	6	< 0.1%
4.666666667	4	< 0.1%
Other values (5222)	5293	11.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	39971	88.1%
5.217391304 × 10^-7	1	< 0.1%
7.5 × 10^-7	1	< 0.1%
9.375 × 10^-7	1	< 0.1%
1.499133126 × 10^-6	1	< 0.1%
1.8 × 10^-6	1	< 0.1%
1.916666667 × 10^-6	1	< 0.1%
3.5 × 10^-6	1	< 0.1%
4 × 10^-6	1	< 0.1%
5.111111111 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
12396383	1	< 0.1%
8500000	1	< 0.1%
4197476.625	1	< 0.1%
2755584	1	< 0.1%
1018619.283	1	< 0.1%
1000000	1	< 0.1%
26881.72043	1	< 0.1%
12890.38667	1	< 0.1%
5330.33945	1	< 0.1%
4133.333333	1	< 0.1%

director
Text

MISSING

Distinct	17548
Distinct (%)	39.4%
Missing	836
Missing (%)	1.8%
Memory size	354.4 KiB

Length

Max length	33
Median length	29
Mean length	13.465603
Min length	2

Characters and Unicode

Total characters	599354
Distinct characters	200
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10606 ?
Unique (%)	23.8%

Sample

1st row	Guy Ritchie
2nd row	Sergio Cabrera
3rd row	Yahoo Serious
4th row	Frank Borzage
5th row	Angelina Maccarone

Value	Count	Frequency (%)
john	1163	1.2%
michael	877	0.9%
david	806	0.9%
robert	805	0.9%
peter	524	0.6%
william	513	0.5%
richard	511	0.5%
james	489	0.5%
paul	436	0.5%
george	396	0.4%
Other values (17074)	87051	93.0%

Most occurring characters

Value	Count	Frequency (%)
e	52237	8.7%
a	51616	8.6%
	49163	8.2%
r	40733	6.8%
n	40183	6.7%
i	38944	6.5%
o	35305	5.9%
l	27432	4.6%
s	20755	3.5%
t	19727	3.3%
Other values (190)	223259	37.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	599354	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	52237	8.7%
a	51616	8.6%
	49163	8.2%
r	40733	6.8%
n	40183	6.7%
i	38944	6.5%
o	35305	5.9%
l	27432	4.6%
s	20755	3.5%
t	19727	3.3%
Other values (190)	223259	37.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	599354	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	52237	8.7%
a	51616	8.6%
	49163	8.2%
r	40733	6.8%
n	40183	6.7%
i	38944	6.5%
o	35305	5.9%
l	27432	4.6%
s	20755	3.5%
t	19727	3.3%
Other values (190)	223259	37.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	599354	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	52237	8.7%
a	51616	8.6%
	49163	8.2%
r	40733	6.8%
n	40183	6.7%
i	38944	6.5%
o	35305	5.9%
l	27432	4.6%
s	20755	3.5%
t	19727	3.3%
Other values (190)	223259	37.2%

actor
Text

MISSING

Distinct	42291
Distinct (%)	98.6%
Missing	2474
Missing (%)	5.5%
Memory size	354.4 KiB

Length

Max length	19534
Median length	1703
Mean length	217.04049
Min length	4

Characters and Unicode

Total characters	9304960
Distinct characters	395
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	42152 ?
Unique (%)	98.3%

Sample

1st row	Jason Flemyng, Dexter Fletcher, Nick Moran, Jason Statham, Vinnie Jones, Sting, Steven Mackintosh, Nicholas Rowe, Lenny McLean, P.H. Moriarty, Frank Harper, Huggy Leaver, Stephen Marcus, Peter McNicholl, Nick Marcq, Tony McMahon, Steve Sweeney, Charles Forbes, Vas Blackwood, Jake Abraham, Victor McGuire, Danny John-Jules, Elwin 'Chopper' David, Vera Day, Rob Brydon, Alan Ford, Andrew Tiernan
2nd row	Yahoo Serious, Odile Le Clezio, Peewee Wilson, Su Cruickshank, John Howard, Christian Manon
3rd row	Robert Taylor, Ruth Hussey, Walter Pidgeon, Paul Kelly, Shepperd Strudwick, Red Skelton, Nat Pendleton, Dick Purcell, William Tannen, William Stelling, Stanley Smith, Addison Richards, Donald Douglas, Pat Flaherty, Forbes Murray, Marsha Hunt, Cliff Danielson, Bob Davis, Lee Tung Foo, Reed Hadley, John Hamilton, Otto Han, Hal Le Sueur, Jack Luden, James Millican, Alberto Morin, Tom Neal, George Offerman Jr., Claire Owen, Steve Pendleton, John Raitt, Walter Sande, James Seay, John Sheehan, Dick Wessel, Gayne Whitman, Gilbert Wilson, Howard Wilson, Bruce Edwards
4th row	Kostja Ullmann, Maren Kroymann, Moritz Grove, Sıla Şahin, Ada Labahn, Markus Voellenklee, Stephanie Charlotta Koetz, Sophie Rogall, Michael Pink, Frank Meyer-Brockmann
5th row	Bob Hoskins, Cathy Tyson, Michael Caine, Robbie Coltrane, Clarke Peters, Kate Hardie, Zoë Nathenson, Sammi Davis, Joe Brown, Pauline Melville, Hossein Karimbeik, David Halliwell, Maggie O'Neill, Perry Fenwick, Gary Cady, Richard Strange, Kenny Baker, Jack Purvis, Bill Moore, Rod Bedall, Raad Rawi, Dawn Archibald

Value	Count	Frequency (%)
john	10596	0.8%
michael	8097	0.6%
david	6697	0.5%
james	6214	0.5%
robert	6092	0.5%
richard	4785	0.4%
paul	4702	0.4%
peter	4231	0.3%
william	3696	0.3%
george	3690	0.3%
Other values (112661)	1212775	95.4%

Most occurring characters

Value	Count	Frequency (%)
	1228840	13.2%
a	769994	8.3%
e	725331	7.8%
n	573287	6.2%
,	571449	6.1%
r	541991	5.8%
i	528844	5.7%
o	462118	5.0%
l	399442	4.3%
s	279647	3.0%
Other values (385)	3224017	34.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9304960	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	1228840	13.2%
a	769994	8.3%
e	725331	7.8%
n	573287	6.2%
,	571449	6.1%
r	541991	5.8%
i	528844	5.7%
o	462118	5.0%
l	399442	4.3%
s	279647	3.0%
Other values (385)	3224017	34.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9304960	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	1228840	13.2%
a	769994	8.3%
e	725331	7.8%
n	573287	6.2%
,	571449	6.1%
r	541991	5.8%
i	528844	5.7%
o	462118	5.0%
l	399442	4.3%
s	279647	3.0%
Other values (385)	3224017	34.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9304960	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	1228840	13.2%
a	769994	8.3%
e	725331	7.8%
n	573287	6.2%
,	571449	6.1%
r	541991	5.8%
i	528844	5.7%
o	462118	5.0%
l	399442	4.3%
s	279647	3.0%
Other values (385)	3224017	34.6%

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	id	spoken_languagesname	genresname	title	budget	revenue	overview	release_date	vote_average	vote_count	popularity	runtime	status	tagline	production_companiesname	production_countriesname	release_year	return	director	actor
0	100	English	Comedy, Crime	Lock, Stock and Two Smoking Barrels	1350000.0	3897569.0	A card sharp and his unwillingly-enlisted friends need to make a lot of cash quick after losing a sketchy poker match. To do this they decide to pull a heist on a small-time gang who happen to be operating out of the flat next door.	1998-03-05	7.5	1671.0	4.607860	105.0	Released	A Disgrace to Criminals Everywhere.	Handmade Films Ltd.	United Kingdom	1998.0	2.887088	Guy Ritchie	Jason Flemyng, Dexter Fletcher, Nick Moran, Jason Statham, Vinnie Jones, Sting, Steven Mackintosh, Nicholas Rowe, Lenny McLean, P.H. Moriarty, Frank Harper, Huggy Leaver, Stephen Marcus, Peter McNicholl, Nick Marcq, Tony McMahon, Steve Sweeney, Charles Forbes, Vas Blackwood, Jake Abraham, Victor McGuire, Danny John-Jules, Elwin 'Chopper' David, Vera Day, Rob Brydon, Alan Ford, Andrew Tiernan
1	10000	Español	Comedy, Drama	La estrategia del caracol	0.0	0.0	A group of tenants living in an old house are confronted with having to move out due to a renovation project the city has undertaken. The tenants decide to unite and come up with a strategy, but in the process—while the landlord and his aggressive attorney are chasing them—the tenants transform into the opposite of who they once were.	1993-12-25	7.2	9.0	0.281609	116.0	Released	SinDato	Ministère de la Culture et de la Francophonie	Colombia	1993.0	0.000000	Sergio Cabrera	NaN
2	10001	English	Comedy, Science Fiction	Young Einstein	0.0	0.0	Albert Einstein is the son of a Tasmanian apple farmer, who discovers the secret of splitting the beer atom to put the bubbles back into beer. When Albert travels to Sydney to patent his invention he meets beatuiful French scientist Marie Curie, as well as several unscrupulous types who try to take advantage of the naive genius and his invention.	1988-12-15	4.5	46.0	2.562888	91.0	Released	E=mc²	Warner Bros.	Australia	1988.0	0.000000	Yahoo Serious	Yahoo Serious, Odile Le Clezio, Peewee Wilson, Su Cruickshank, John Howard, Christian Manon
3	100010	English	War, Drama	Flight Command	0.0	0.0	A rookie flyer, Ens. Alan Drake, joins the famous Hellcats Squadron right out of flight school in Pensacola. He doesn't make a great first impression when he is forced to ditch his airplane and parachute to safety when he arrives at the base but is unable to land due to heavy fog. On his first day on the job, his poor shooting skills results in the Hellcats losing an air combat competition. His fellow pilots accept him anyways but they think he's crossed the line when they erroneously conclude that while their CO Billy Gray is away, Drake has an affair with his wife Lorna. Drake is now an outcast and is prepared to resign from the Navy but his extreme heroism in saving Billy Gray's life turns things around.	1940-12-27	6.0	1.0	0.769266	116.0	Released	T-H-R-I-L-L AMERICA! Here come The Flying "HELL CATS"!	Metro-Goldwyn-Mayer (MGM)	United States of America	1940.0	0.000000	Frank Borzage	Robert Taylor, Ruth Hussey, Walter Pidgeon, Paul Kelly, Shepperd Strudwick, Red Skelton, Nat Pendleton, Dick Purcell, William Tannen, William Stelling, Stanley Smith, Addison Richards, Donald Douglas, Pat Flaherty, Forbes Murray, Marsha Hunt, Cliff Danielson, Bob Davis, Lee Tung Foo, Reed Hadley, John Hamilton, Otto Han, Hal Le Sueur, Jack Luden, James Millican, Alberto Morin, Tom Neal, George Offerman Jr., Claire Owen, Steve Pendleton, John Raitt, Walter Sande, James Seay, John Sheehan, Dick Wessel, Gayne Whitman, Gilbert Wilson, Howard Wilson, Bruce Edwards
4	100017	Deutsch	Drama	Hounded	0.0	0.0	Deals with the obsessive relationship between a confused teenager and an elder woman. Elsa Seifert successfully works as probation officer, but the relationship to her longtime companion is in trouble since their common daughter moved out. Then she gets to know Jan, a 16-years-old offender, who frankly offers to submit himself sexually to her. Although being shocked in the beginning, Elsa gets more and more attracted by the young man	2006-08-06	4.8	7.0	2.964103	87.0	Released	SinDato	MMM Film Zimmermann & Co	Germany	2006.0	0.000000	Angelina Maccarone	Kostja Ullmann, Maren Kroymann, Moritz Grove, Sıla Şahin, Ada Labahn, Markus Voellenklee, Stephanie Charlotta Koetz, Sophie Rogall, Michael Pink, Frank Meyer-Brockmann
5	10002	English	Romance, Crime, Drama	Mona Lisa	0.0	5794184.0	George has just been released from prison, and manages to get a job driving an expensive call girl from customer to customer. Initially they don't get on - he doesn't fit in with the high class customers Simone services. Will they ever get on?	1986-06-13	6.7	62.0	3.095584	104.0	Released	SinDato	The Criterion Collection	United Kingdom	1986.0	0.000000	Neil Jordan	Bob Hoskins, Cathy Tyson, Michael Caine, Robbie Coltrane, Clarke Peters, Kate Hardie, Zoë Nathenson, Sammi Davis, Joe Brown, Pauline Melville, Hossein Karimbeik, David Halliwell, Maggie O'Neill, Perry Fenwick, Gary Cady, Richard Strange, Kenny Baker, Jack Purvis, Bill Moore, Rod Bedall, Raad Rawi, Dawn Archibald
6	100024	English	Horror, Thriller	Bloodwork	0.0	0.0	A couple of college students decide to sign up for pharmaceutical testing of a new allergy drug to make some extra cash for their spring break trip. They quickly discover their two week stay will not be as easy as they first believed and fight to save themselves from the grips of the facility.	2012-05-10	4.3	13.0	1.099911	100.0	Released	Not Dying Doesn't Mean You're Alive	SinDato	United States of America	2012.0	0.000000	Eric Wostenberg	Travis Van Winkle, Tricia Helfer, Eric Roberts, John Bregar
7	10003	Pусский, English	Romance, Thriller, Adventure, Science Fiction, Action	The Saint	68000000.0	118063304.0	Ivan Tretiak, Russian Mafia boss who wants to create an oil crisis in Moscow and seize power as a result sends Simon Templar, great international criminal, to England to get a secret formula for cold fusion from U.S. scientist Emma Russell. Templar falls in love with Emma and they try to outwit Tretiak and his guerrillas, hiding from them in Moscow	1997-04-03	5.9	310.0	10.976330	116.0	Released	Never reveal your name. Never turn your back. Never surrender your heart.	Paramount Pictures	United States of America	1997.0	1.736225	Phillip Noyce	Val Kilmer, Elisabeth Shue, Rade Serbedzija, Henry Goodman, Alun Armstrong, Michael Byrne, Yevgeni Lazarev, Irina Apeksimova, Lev Prygunov, Charlotte Cornwell, Emily Mortimer, Lucija Serbedzija, Velibor Topic, Tommy Flanagan, Egor Pazenko, Adam Smith, Pat Laffan, Verity-Jane Dearsley, Michael Marquez, Lorelei King, Alla Kazanskaya, Ronnie Letham, Tusse Silberg, Peter Guinness, Stefan Gryff, Malcolm Tierney, Christopher Rozycki, Valeriy Nikolaev
8	100032	English	Action, Drama	The Great Los Angeles Earthquake	0.0	0.0	After a series of small tremors in Los Angeles, Dr. Clare Winslow, a local seismologist, pinpoints the exact location and time of when the long awaited earthquake--"The Big One"--will strike southern California. With this information, she must battle city officials to release this information to the general public. Also, she hopes that her family is out of harms way when the quake strikes. Subplots show how other families and people cope with the the tremors that strike before the impending "Big One."	1990-11-11	6.8	5.0	1.315925	180.0	Released	There is no safe harbor, there is no escape... L.A.'s worst fear has just become a reality.	Von Zerneck Sertner Films	United States of America	1990.0	0.000000	Larry Elikann	Joanna Kerns, Dan Lauria, Bonnie Bartlett, Lindsay Frost, Alan Autry, Joe Spano, Holly Fields, Brock Peters, Stephen Elliott, Robert Ginty, Clarence Gilyard Jr., Silvana Gallardo, Michael T. Weiss, Charles Siebert, Richard Herd, J. Kenneth Campbell, Richard Masur, Ed Begley Jr., Richard Anthony Crenna, Kasi Lemmons, Allan Wasserman, Ross Kettle, Eloy Casados, Jacob Vargas, Mort Sertner
9	100033	日本語	Drama	Mr. Thank You	0.0	0.0	Japanese film about a friendly bus driver and his passengers over the duration of one journey through the mountains to the nearest train station.	1936-02-27	6.9	7.0	0.235680	78.0	Released	SinDato	Shochiku Ofuna	Japan	1936.0	0.000000	Hiroshi Shimizu	Kaoru Futaba, Michiko Kuwano, Takashi Ishiyama, Einosuke Naka, Mayumi Tsukiji, Ken Uehara

	id	spoken_languagesname	genresname	title	budget	revenue	overview	release_date	vote_average	vote_count	popularity	runtime	status	tagline	production_companiesname	production_countriesname	release_year	return	director	actor
45336	99920	English	War, Drama	Confessions of a Nazi Spy	0.0	0.0	FBI agent Ed Renard investigates the pre-War espionage activities of the German-American Bund.	1939-05-06	5.3	6.0	0.903270	104.0	Released	Trapped!	First National Pictures	United States of America	1939.0	0.000000	Anatole Litvak	Edward G. Robinson, Francis Lederer, George Sanders, Paul Lukas, Henry O'Neill, Dorothy Tree, Lya Lys, Grace Stafford, James Stephenson, Hedwiga Reicher, Joe Sawyer, Sig Ruman, Lionel Royce, Henry Victor, Hans Heinrich von Twardowski, Wolfgang Zilzer, Frederick Vogeding, Willy Kaufman, Rudolph Anders, Wilhelm von Brincken, George Rosener, Frederick Burton, Eily Malyon, Bodil Rosing, John Deering, Louis Adlon, Fred Aldrich, Sherwood Bailey, Ward Bond, Walter Bonn, Egon Brecher, Tommy Bupp, Glen Cavender, John Conte, Alec Craig, Jimmie Dundee, Jack Egger, Frederick Giermann, Lisa Golm, Sol Gorss, William Gould, Fred Graham, Creighton Hale, John Harron, Eddie Hart, Adolf Hitler, Max Hoffman Jr., Stuart Holmes, Arthur Stuart Hull, Selmer Jackson, Edward Keane, Robert Emmett Keane, Milton Kibbee, Martin Kosleck, Frank Mayo, Lon McCallister, Ray Miller, Walter Miller, Jack Mower, George Offerman Jr., Lotte Palfi Andor, Steve Pendleton, Gil Perkins, Norman Phillips Jr., Tempe Pigott, Lucien Prival, Otto Reichow, John Ridgely, Ferdinand Schumann-Heink, Hans Schumm, Lester Sharpe, Charles Sherlock, Edwin Stanley, Rudolf Steinboeck, Robert R. Stephenson, Regis Toomey, Frederic Tozere, Charles Trowbridge, Emmett Vogan, Dave Wengren, John Hamilton
45337	99922	English	War, Adventure, Drama	Dirigible	0.0	0.0	Dirigible commander Jack Braden and Navy pilot 'Frisky' Pierce fight over the glory associated with a successful expedition to the South Pole and the love of beautiful Helen, Frisky's wife. After Braden's dirigible expedition fails, Frisky tries an expedition by plane. Unfortunately he crashes and strands his party at the South Pole. Braden must decide between a risky rescue attempt by dirigible and remaining safely at home with Helen.	1931-04-04	0.0	1.0	0.078026	100.0	Released	SinDato	Columbia Pictures Corporation	United States of America	1931.0	0.000000	Frank Capra	Jack Holt, Ralph Graves, Fay Wray, Hobart Bosworth, Roscoe Karns, Harold Goodwin, Clarence Muse, Emmett Corrigan, Bess Flowers, George 'Gabby' Hayes
45338	9993	Tiếng Việt, English	Crime, Drama	Little Fish	0.0	0.0	Set in the Little Saigon district outside of Sydney, a woman trying to escape her past becomes embroiled in a drug deal.	2005-07-19	5.9	25.0	4.066487	114.0	Released	The past is right here	Porchlight Films	Australia	2005.0	0.000000	Rowan Woods	Cate Blanchett, Sam Neill, Hugo Weaving, Martin Henderson, Noni Hazlehurst, Joel Tobeck, Susie Porter, Dustin Nguyen, Lisa McCune, Nina Liu, Daniela Farinacci, Linda Cropper, Ferdinand Hoang, Anh Do, Jason Chong, Natasha Beaumont, Bic Runga, Lisa Bailey, Lan Tran, Anthony Brandon Wong, Anthony Phelan, Harli Ames, Ian Roberts, Terry Serio, Steve Vella
45339	99934	NaN	Romance, Adventure, Drama	The Flying Fleet	0.0	0.0	Six friends are to graduate the next day from the United States Naval Academy. They all hope to become aviators. When the officer of the day becomes sick, Tommy Winslow (Ramon Navarro) has to take his place, while the others go out and celebrate.	1929-01-19	0.0	0.0	0.008084	100.0	Released	SinDato	Metro-Goldwyn-Mayer (MGM)	SinDato	1929.0	0.000000	George W. Hill	Ramon Novarro, Ralph Graves, Anita Page, Alfred Allen, Wade Boteler, Bud Geary, Sumner Getchell, Gardner James, Roscoe Karns, Claire McDowell, Edward Nugent, Carroll Nye, The Three Sea Hawks
45340	9994	English	Comedy, Animation, Family	The Great Mouse Detective	14000000.0	38625550.0	When the diabolical Professor Ratigan kidnaps London's master toymaker, the brilliant master of disguise Basil of Baker Street and his trusted sidekick Dawson try to elude the ultimate trap and foil the perfect crime.	1986-07-02	6.9	334.0	11.183924	74.0	Released	London's crime-fighting ace on his most baffling case!	Walt Disney Pictures	United States of America	1986.0	2.758968	Ron Clements	Barrie Ingham, Val Bettin, Vincent Price, Susanne Pollatschek, Candy Candido, Diana Chesney, Eve Brenner, Alan Young, Basil Rathbone, Ellen Fitzhugh, Walker Edmiston, Wayne Allwine, Tony Anselmo, Barrie Ingham, Val Bettin, Vincent Price, Susanne Pollatschek, Candy Candido, Diana Chesney, Eve Brenner, Alan Young, Basil Rathbone, Ellen Fitzhugh, Walker Edmiston, Wayne Allwine, Tony Anselmo, Barrie Ingham, Val Bettin, Vincent Price, Susanne Pollatschek, Candy Candido, Diana Chesney, Eve Brenner, Alan Young, Basil Rathbone, Ellen Fitzhugh, Walker Edmiston, Wayne Allwine, Tony Anselmo, Barrie Ingham, Val Bettin, Vincent Price, Susanne Pollatschek, Candy Candido, Diana Chesney, Eve Brenner, Alan Young, Basil Rathbone, Ellen Fitzhugh, Walker Edmiston, Wayne Allwine, Tony Anselmo
45341	99946	NaN	Comedy	Exit Smiling	0.0	0.0	Beatrice Lillie and Jack Pickford star in this silent comedy about the travails of a third-rate traveling theatre company.	1926-11-06	8.5	2.0	0.202315	77.0	Released	SinDato	Metro-Goldwyn-Mayer (MGM)	United States of America	1926.0	0.000000	Sam Taylor	Beatrice Lillie, Jack Pickford, Doris Lloyd, DeWitt Jennings, Harry Myers, Franklin Pangborn, Tenen Holtz, Louise Lorraine, Dorothea Wolbert, Charles K. French, Dwight Frye, D'Arcy Corrigan, William Gillespie, Gus Leonard, Andy MacLennan, Carl Richards, Carl Roup, Bert Woodruff
45342	9995	English	Action, Drama, Crime	Turn It Up	0.0	0.0	Trying to bootstrap his way out of Brooklyn's mean streets is Diamond, a rap musician. With his long-time pal Gage acting as his manager, he's trying to lay down a demo tape with cut-rate studio time. To pay the bills, he and Gage run drugs for "Mr. B." Inside a week, Diamond's beloved mother dies suddenly, his father appears after an absence of 12 years and wants a relationship, and his girlfriend Kia tells him she's pregnant, asking him if he's ready to be a father. Gage steals $100,000 in a multiple-felony robbery so that Diamond can record a full album, not knowing it's Mr. B's money he's taken. B wants his money, Diamond wants his music, Tia wants an answer.	2000-09-06	5.0	5.0	1.316179	86.0	Released	How you gonna win?	New Line Cinema	United States of America	2000.0	0.000000	Robert Adetuyi	Jason Statham, Vondie Curtis-Hall, Tamala Jones, John Ralston, Ja Rule, Chris Messina, Eugene Clark, Derwin Jordan, Patrice Goodman, Chang Tseng, Harry-O, Elain R. Graham, Faith Evans, Melyssa Ford, Jeff Jones, LeRoy Allen, Shinehead, DJ Skribble, Conrad Dunn, Pras, Patricia Velásquez
45343	9997	English	Fantasy, Action, Horror, Science Fiction	Gabriel	0.0	0.0	Gabriel tells the story of an archangel who fights to bring light back to purgatory - a place where darkness rules - and save the souls of the city's inhabitants.	2007-11-15	5.0	77.0	3.840024	109.0	Released	Far From Grace	HILT Productions	Australia	2007.0	0.000000	Shane Abbess	Dwaine Stevenson, Jack Campbell, Erika Heynatz, Andy Whitfield, Samantha Noble, Michael Piccirilli, Harry Pavlidis, Kevin Copeland, Matt Hylton Todd, Amy Mathews, Valentino del Toro, Goran D. Kleut, Brendan Clearkin, Christian Clark, Amber Gokken, Az Jackson, Johan Earl, Denai Gracie, Richard Huggett, Aaron Scully
45344	99977	English	Comedy	Hot Stuff	0.0	0.0	When a police department's burglary task force is facing the possibility of being shut down because of their low conviction rate decides to try a new approach to apprehending their targets. They take over a pawn shop where thieves go to unload their merchandise. They record them as they bring stuff in and get them to tell them where they got it. Eventually they're threatened by the mob.	1979-08-10	7.8	6.0	0.215778	91.0	Released	You can't turn this mob over to the cops. They are the cops.	Rastar Pictures	SinDato	1979.0	0.000000	Dom DeLuise	Dom DeLuise, Suzanne Pleshette, Jerry Reed, Ossie Davis, Luis Ávalos, Pat McCormick, Peter DeLuise
45345	9999	Français, Deutsch	Drama, Crime	The Free Will	0.0	0.0	After nine years in psychiatric detention Theo, who has brutally assaulted and raped three women, is released. Living in a supervised community, he connects well with his social worker Sascha, finds a job at a print shop and even a girlfriend, Nettie, his principal's brittle and estranged daughter. But even though superficially everything seems to work out Theo's seething rage remains ready to erupt.	2006-08-23	6.6	11.0	1.038858	163.0	Released	SinDato	Colonia Media	Germany	2006.0	0.000000	Matthias Glasner	Jürgen Vogel, Sabine Timoteo, André Hennicke, Manfred Zapatka, Judith Engel, Maya Bothe, Anna Brass, Anne-Kathrin Golinsky, Anna De Carlo, Frank Wickermann, Bernadette Büllmann, Marcel Batangtaris, Andreas Laurenz Maier

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts